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Sex Factors

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A Novel Machine Learning Model Developed to Assist in Patient Selection for Outpatient Total Shoulder Arthroplasty.

The Journal of the American Academy of Orthopaedic Surgeons Jul 1, 2020
INTRODUCTION: Patient selection for outpatient total shoulder arthroplasty (TSA) is important to optimizing patient outcomes. This study aims to develop a machine learning tool that may aid in patient selection for outpatient total should arthroplast...
Humans Machine Learning Forecasting Decision Support Techniques Female Aged Treatment Outcome Age Factors Patient Selection Sex Factors Outpatients Arthroplasty, Replacement, Shoulder Pulmonary Disease, Chronic Obstructive Male Comorbidity Length of Stay ROC Curve Logistic Models
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Role for machine learning in sex-specific prediction of successful electrical cardioversion in atrial fibrillation?

Open heart Jun 1, 2020
OBJECTIVE: Electrical cardioversion is frequently performed to restore sinus rhythm in patients with persistent atrial fibrillation (AF). However, AF recurs in many patients and identifying the patients who benefit from electrical cardioversion is di...
Sex Factors Heart Disease Risk Factors Recurrence Electric Countershock Clinical Decision Rules Retrospective Studies Clinical Decision-Making Female Humans Aged Male Machine Learning Middle Aged Risk Assessment Treatment Outcome Recovery of Function Predictive Value of Tests Patient Selection Atrial Fibrillation
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Prediction of Sex-Specific Suicide Risk Using Machine Learning and Single-Payer Health Care Registry Data From Denmark.

JAMA psychiatry Jan 1, 2020
IMPORTANCE: Suicide is a public health problem, with multiple causes that are poorly understood. The increased focus on combining health care data with machine-learning approaches in psychiatry may help advance the understanding of suicide risk.
Single-Payer System Suicide, Completed Models, Statistical Denmark Registries Sex Factors Marital Status Humans Machine Learning Mental Disorders Female Adult Male Middle Aged Risk Assessment Suicide
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Development of a periodontitis risk assessment model for primary care providers in an interdisciplinary setting.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2020
BACKGROUND: Periodontitis (PD), a form of gum disease, is a major public health concern as it is globally prevalent and harms both individual quality of life and economic productivity. Global cost in lost productivity is estimated at US$54 billion an...
Humans Neural Networks, Computer Artificial Intelligence Retrospective Studies Middle Aged Comorbidity Primary Health Care Decision Support Systems, Clinical Logistic Models Socioeconomic Factors Female Aged Aged, 80 and over Young Adult Adult Male Bayes Theorem Support Vector Machine Sex Factors Age Factors Body Weights and Measures Lipids Oral Hygiene Periodontitis Blood Pressure
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A Machine Learning-Based Triage Tool for Children With Acute Infection in a Low Resource Setting.

Pediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies Dec 1, 2019
OBJECTIVES: To deploy machine learning tools (random forests) to develop a model that reliably predicts hospital mortality in children with acute infections residing in low- and middle-income countries, using age and other variables collected at hosp...
Age Factors Humans Machine Learning Triage Severity of Illness Index Vital Signs Developing Countries Prospective Studies Adolescent Child Mortality Prognosis Rwanda Sex Factors Female Child, Preschool Infections Male Child Infant Hospital Mortality
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Machine Learning Approach for Predicting Past Environmental Exposures From Molecular Profiling of Post-Exposure Human Serum Samples.

Journal of occupational and environmental medicine Dec 1, 2019
OBJECTIVE: To develop an approach for a retrospective analysis of post-exposure serum samples using diverse molecular profiles.
Smoking Tobacco Smoke Pollution Age Factors Humans Disease Models, Animal Machine Learning Mice, Inbred C57BL Biomarkers Cotinine Adult Female Environmental Exposure Young Adult Animals Sex Factors Male Adolescent Support Vector Machine
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Relationship of the low-density lipoprotein (LDL)/high-density lipoprotein (HDL) index with antioxidant enzymes and with the oxLDL/HDL index.

Gaceta medica de Mexico Jan 1, 2019
INTRODUCTION: The low-density lipoprotein (LDL)/high-density lipoprotein (HDL) index is a predictive factor for atherosclerosis, which is associated with oxidative modifications.
Magnesium Oxidative Stress Humans Sex Factors Smoking Insulin Resistance Glutathione Peroxidase Female Superoxide Dismutase Lipoproteins, HDL Adult Age Factors Nails Cross-Sectional Studies Obesity Male Lipoproteins, LDL
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Carpal Bone Segmentation Using Fully Convolutional Neural Network.

Current medical imaging reviews Jan 1, 2019
BACKGROUND: Bone Age Assessment (BAA) refers to a clinical procedure that aims to identify a discrepancy between biological and chronological age of an individual by assessing the bone age growth. Currently, there are two main methods of executing BA...
Asian People Infant Humans Carpal Bones Deep Learning Neural Networks, Computer Hispanic or Latino Adolescent Female Sex Factors Child, Preschool Infant, Newborn White People Child Male Black or African American Age Determination by Skeleton
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Incorporating Demographic Embeddings Into Language Understanding.

Cognitive science Jan 1, 2019
Meaning depends on context. This applies in obvious cases like deictics or sarcasm as well as more subtle situations like framing or persuasion. One key aspect of this is the identity of the participants in an interaction. Our interpretation of an ut...
Morals Humans Comprehension Language Religion Age Factors Politics Natural Language Processing Sex Factors
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A Cancer Paradox: Machine-Learning Backed Propensity-Score Analysis of Coronary Angiography Findings in Cardio-Oncology.

The Journal of invasive cardiology Jan 1, 2019
OBJECTIVES: Cancer has been proposed as a cardiovascular risk factor. We aimed to assess the cardiovascular risk profile and coronary angiography (CA) findings of cancer patients and compare them to those of patients without cancer.
Coronary Angiography Coronary Artery Disease Reference Values Sex Factors Academic Medical Centers Multivariate Analysis Propensity Score Texas Cancer Care Facilities Risk Assessment Neoplasms Humans Retrospective Studies Prevalence Machine Learning Case-Control Studies Female Aged Logistic Models Aged, 80 and over Age Factors Male
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